{"id":"W6911865372","doi":"10.5281/zenodo.14968388","title":"Plagiothecium curvifolium var. curvifolium Limpr.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apex (geometry); Margin (machine learning); Row; Czech; Type (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003529457,0.0001491907,0.0001656956,0.000045165,0.002656947,0.000435045,0.0008586229,0.00008549823,0.008809194],"category_scores_gemma":[0.0001738384,0.00007179456,0.00008898158,0.0007756274,0.0001311898,0.0001208209,0.001084838,0.0002242975,0.002715927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006898184,"about_ca_system_score_gemma":0.000001592937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008874778,"about_ca_topic_score_gemma":0.000006553594,"domain_scores_codex":[0.9985869,0.0001758809,0.0002143182,0.0003935526,0.0002202156,0.0004091132],"domain_scores_gemma":[0.9993116,0.00004391908,0.00006763248,0.0001434227,0.0003189923,0.0001144128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006114569,0.0001715355,0.00003705111,0.00003402155,0.00005992587,0.000005615109,0.0001860066,0.000004753627,0.01127336,0.006779133,0.6773431,0.3040444],"study_design_scores_gemma":[0.0001780931,0.0001755079,0.008182712,0.00002499609,0.00001112046,0.00001326369,0.0003439449,0.00007023823,0.000212064,0.0004098166,0.9902287,0.0001495652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1235526,0.0007819885,0.0004078438,0.01523568,0.002614362,0.0008474289,0.0004966396,0.001782525,0.8542809],"genre_scores_gemma":[0.9848672,0.0006448193,0.00009031666,0.001109131,0.001764425,1.228435e-7,0.0009653649,0.0001189019,0.01043974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8613145,"threshold_uncertainty_score":0.9986414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223096996946646,"score_gpt":0.226637117480738,"score_spread":0.2043274177860734,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}